audio-cpp/Ming-3.0-TTS-0.5B-GGUF
text-to-speech model by audio-cpp
From the publisher
Model card & documentation
Source previewRead the publisher’s intended use, setup instructions, evaluations and limitations. The original model card is the source of truth.
Star or watch audio.cpp on GitHub to follow model integration, merged code changes and inference improvements. GGUF packages of Ming 3.0 TTS 0.5B for audio.cpp. Each file contains the Qwen backbone, flow-matching head, audio VAE, CAMPPlus speaker encoder, configuration, tokenizer and model spec. Output is mono at 44.1 kHz. No separate codec or Python runtime is required. audio.cpp family: ming3tts. Upstream implementation: inclusionAI/Ming-3.0-tts, pinned to revision e999c39fa676722aaa9ea29b5aa19a90525b271f for the Python comparison. Measured on an RTX 5090 with eight CPU threads and an audio.cpp Debug C++17 build. Python uses the pinned official BF16 implementation above. Both use the same text, voice-design instruction and seed. Warm RTF covers a 154-character request, its repeat and a 40-character request; peak memory covers the complete session, including warmup and a 571-character request. The long request is excluded from…
Read the full model card ↗ · Preview checked 2026-10-31T06:52:28.260Z
Inside the original model card — Document outline
Headings are captured from the source. Links open the publisher’s document, not a locally hosted copy.
Links from the model card
References supplied by the publisher, not independently verified endorsements. Check the destination before downloading files or entering credentials.
Documentation belongs to its respective authors. Reported project/model license: mit. A listing is not a grant of reuse or training rights. Confirm the document’s own terms at the source.
Model overview
audio-cpp/Ming-3.0-TTS-0.5B-GGUF is a text-to-speech model repository published by audio-cpp on Hugging Face. A library was not reported.
This page summarizes Hub metadata. For intended use, training data, evaluation results and limitations, consult the original model card.
Model facts
- Task
- text-to-speech
- Library
- Not reported
- Recent downloads (30 days)
- 21,232
- Cumulative likes
- 4
- Hugging Face trending score
- 2
- Reported safetensors parameters
- Not reported
- Architecture
- Not reported
- License
- mit
- Access
- Not gated by Hugging Face
- Created
- 2026-10-21T03:55:46.000Z
- Last modified
- 2026-10-21T05:54:59.000Z
Compatibility and lineage
Reported languages: zh, en, ja, ko, de, fr, es
Reported base models: inclusionAI/Ming-3.0-tts-0.5B
Parameter count is not a RAM/VRAM requirement. Check precision, quantization, context length and runtime compatibility in the model card; no hardware or API-cost claim is inferred here.
Use and evaluate
Check license terms and access requirements first. Review the model card’s documented loading instructions, evaluations and safety limitations. Benchmark scores are not imported by this directory, and popularity is not an accuracy ranking.
No model weights are downloaded or executed by AltAPIs. Never enable remote model code without reviewing it.
Source and freshness
Source: Hugging Face Hub. Metadata observed 2026-11-01T06:52:33.137Z. Daily imports are snapshots, not real-time monitoring.
Popularity and source listings do not establish security, suitability, licensing rights or benchmark performance.